Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | accuracy | roc_auc | boyce_cont | brier_class | tss_max |
|---|---|---|---|---|---|
| rf | 0.9195402 | 0.9902456 | 0.9615916 | 0.0595412 | 0.9155212 |
| bt | 0.7885057 | 0.8404568 | 0.9626562 | 0.1644682 | 0.5056916 |
| maxnet | 0.6620690 | 0.7576007 | 0.9631674 | 0.2192010 | 0.4350301 |
| gam | 0.7229885 | 0.7649986 | 0.9542073 | 0.1799160 | 0.4102950 |
| glm | 0.6747126 | 0.7088106 | 0.7607708 | 0.1965111 | 0.3795461 |